David T. Neilson
Papers
2
Total Citations
5
H-Index
2
About
David T. Neilson is a leading researcher in optical transport networks, specializing in the intersection of artificial intelligence and fiber-optic infrastructure to address the growing demands of network capacity scaling. His major contributions center on the development of an AI-powered multi-task mobile robot that revolutionizes network operations by automating fiber manipulation, switching, and path verification. This innovative system employs real-time coherent receiver-based polarization sensing to enable an automated fiber switch with robust network path verification, a critical advancement for managing the increasing complexity of spectral and spatial degrees of freedom in future networks. While his most-cited works—published in 2023 and 2024—have garnered a combined 5 citations, they represent pioneering steps in integrating robotics and AI into physical-layer network management. Neilson’s work is notable for its practical approach to automating traditionally manual tasks, offering a scalable solution for next-generation optical transport systems. His research is particularly relevant for students and engineers exploring how AI-driven automation can enhance network reliability and efficiency in the face of exponential capacity growth.
Research Focus
Key Achievements
Top Papers
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- 2